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CONFIDENTIAL
Bill Gallmeister
Magnus Stensmo
July 19, 2016
steam
Steam: Data Science hub to BUILD and SCALE Smart Data Products
A collaborative environment that brings data scientists, DevOps, and developers
together by providing an end-to-end workflow for operationalizing models
Improve:
• Collaboration between Data Scientists: model library, leaderboard, and
comparisons
• Resource Utilization: Cluster management and usage monitoring
• Deployment of chosen models
Let Data Scientists be Data Scientists!
Steam Alpha available NOW
• ElasticML for Cluster management
• Deployment automation: REST API, bulk, in-app
• Model library
• http://www.h2o.ai/steam
Steam Beta: 8/10
• Project-based model collaboration
• Model leaderboard and comparison
Roadmap
• Simplified model creation
• ElasticML Cluster usage monitoring
• ElasticML Additional Cluster management and Deployment options
• Enhanced Model Leaderboard and Visualizations
Demo

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Steam - Bill Gallmeister, Magnus Stensmo

  • 2. Steam: Data Science hub to BUILD and SCALE Smart Data Products A collaborative environment that brings data scientists, DevOps, and developers together by providing an end-to-end workflow for operationalizing models Improve: • Collaboration between Data Scientists: model library, leaderboard, and comparisons • Resource Utilization: Cluster management and usage monitoring • Deployment of chosen models Let Data Scientists be Data Scientists!
  • 3. Steam Alpha available NOW • ElasticML for Cluster management • Deployment automation: REST API, bulk, in-app • Model library • http://www.h2o.ai/steam Steam Beta: 8/10 • Project-based model collaboration • Model leaderboard and comparison Roadmap • Simplified model creation • ElasticML Cluster usage monitoring • ElasticML Additional Cluster management and Deployment options • Enhanced Model Leaderboard and Visualizations